Search Results for author: Seungwon Shin

Found 6 papers, 0 papers with code

Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain

no code implementations15 Mar 2024 Eugene Jang, Jian Cui, Dayeon Yim, Youngjin Jin, Jin-Woo Chung, Seungwon Shin, YongJae lee

We use our domain-customized methodology to train CyBERTuned, a cybersecurity domain language model that outperforms other cybersecurity PLMs on most tasks.

Language Modelling token-classification +1

DarkBERT: A Language Model for the Dark Side of the Internet

no code implementations15 May 2023 Youngjin Jin, Eugene Jang, Jian Cui, Jin-Woo Chung, YongJae lee, Seungwon Shin

Recent research has suggested that there are clear differences in the language used in the Dark Web compared to that of the Surface Web.

Language Modelling

A Deep Dive into NFT Whales: A Longitudinal Study of the NFT Trading Ecosystem

no code implementations2 Feb 2023 Na Hyeon Park, Hanna Kim, Chanhee Lee, Changhoon Yoon, Seunghyeon Lee, Youngjin Jin, Seungwon Shin

NFT (Non-fungible Token) has drastically increased in its size, accounting for over \$16. 9B of total market capitalization.

Shedding New Light on the Language of the Dark Web

no code implementations NAACL 2022 Youngjin Jin, Eugene Jang, YongJae lee, Seungwon Shin, Jin-Woo Chung

By leveraging CoDA, we conduct a thorough linguistic analysis of the Dark Web and examine the textual differences between the Dark Web and the Surface Web.

text-classification Text Classification

Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information

no code implementations13 Sep 2021 Jian Cui, Kwanwoo Kim, Seung Ho Na, Seungwon Shin

We then propose Meta-Path instance encoding and aggregation methods to capture the temporal information of user engagement and produce news representation end-to-end.

Fake News Detection Stance Detection

Direct numerical simulations of transient turbulent jets: vortex-interface interactions

no code implementations3 Dec 2020 Cristian R. Constante-Amores, Lyes Kahouadji, Assen Batchvarov, Seungwon Shin, Jalel Chergui, Damir Juric, Omar K. Matar

The thinning of the lobes induces the creation of holes which expand to form liquid threads that undergo capillary breakup to form droplets.

Fluid Dynamics

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